YouTube AI disclosure: which avatar pipeline steps are exempt?

Short answer

Most of an avatar video pipeline falls under production help that YouTube does not ask you to disclose: writing the script, generating captions, and enhancing quality. The one step that can need a label is the realistic synthetic person on screen. This post walks a Sume Avatar 1.0 pipeline step by step against the YouTube help page, read on 2026-10-08.

Step by step

The table separates each pipeline step from the part of the YouTube page it touches. The page names "script generation, thumbnail creation, caption generation" and enhancement such as sharpening, upscaling and audio repair as not needing disclosure.

Where Sume helps you decide

The preview endpoint creates first-frame stills before the full render. A reviewer can look at the stills and decide on disclosure before any publishing step. Preview stills are tier-independent, so you can approve and then pick a different quality tier for the final render without a new preview. Captions are stored at preview create and applied at generate-video, which keeps the caption text under review as well.

• Review the stills, not only the script.
• Record who approved the first frame.
• Write the disclosure into the script or first caption cue so it travels with the file.

What to do with the label itself

If your review says the video needs the label, you set it in YouTube Studio at upload, not in the Sume API. The YouTube page says that choosing "yes" adds a label to the video description, and that a creator who chooses no when the content needs a label may have one applied that cannot be removed. Keep the file's own on-screen or spoken disclosure as well, since it stays with the video if it is reposted.

A simple checklist

Before upload: confirm the presenter is not a real person who did not say the script, confirm any scene photo is not a deceptively altered real place, confirm the label setting, and keep the approval record. None of this is legal advice; it is a way to line your own process up with the platform page.

If you work on a team, make the checklist a gate rather than a reminder. The preview step is a natural place: nothing is rendered in full until a named person looks at the stills and marks the disclosure decision. Because changing the final render tier does not need a new preview, the reviewer's approval stays valid when finance asks you to move from max to plus.